Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9983397 0.9674420 0.8032080
bt 0.8135046 0.4807038 0.0873081
maxnet 0.7550822 0.4141994 NA
gam 0.7903575 0.4373291 0.1832171
glm 0.7131446 0.3714212 0.0935506

Variable Importance

Partial Dependence